Discover Awesome MCP Servers

Google Maps Contributor Reviews API MCP Server

Enables fetching a Google Maps contributor's review history as structured JSON, including reviewer profile and place details, for reputation research, reviewer vetting, and fraud detection.

whichtool

Enables measuring and reporting which tool a model selects from an MCP server's tool list, without ever executing tools. Provides inspection, trial runs, and confusion analysis to benchmark routing accuracy.

cursor_mcp_installer

cursor\_mcp\_installer

to-markdown

MCP server that converts PDF, video, web, and audio inputs into structured Markdown notes with support for checkpointing, batch processing, and Obsidian integration.

docs-mcp

A secure MCP server providing intelligent documentation search across multiple frameworks using ChromaDB vector storage, enabling semantic search and integration with AI tools.

Overseerr MCP Server

Enables AI assistants to interact with Overseerr for automated media discovery, requests, and management in your Plex ecosystem, including searching for movies/TV shows, requesting media, checking request status, and managing approvals.

ros2-mcp-server

Connects AI agents like Claude to live ROS2 robots, enabling natural language interaction for diagnostics, parameter tuning, and control with safety sandboxing.

mcp-db-server

An MCP server that exposes relational databases (PostgreSQL/MySQL) to AI agents with natural language to SQL query support.

LystBot

MCP server that gives AI agents full control over grocery lists, todos, and packing lists. Your AI creates lists, adds items, checks them off, and shares with family/friends.

Sparkplug MCP Server

Enables natural language interaction with industrial IoT devices using Sparkplug B, allowing users to query real-time data, analyze historical metrics, and monitor device status.

cubox-mcp

Enables interaction with Cubox through its CLI, allowing agents to manage bookmarks, highlights, and annotations via a single pass-through tool.

MCP Minimal Agent Demo Server

A demo MCP server exposing three simple tools (get_github_activity, get_site_content, contact_scott) to illustrate tool discovery and invocation within an LLM agent harness using the Model Context Protocol.

Biblioteca Digital MCP

A Model Context Protocol server that implements an interactive digital library with functionality to manage books, search titles, and generate literary reviews.

Memento

Memento is a local-first, LLM-agnostic memory layer. It runs an MCP server over a single SQLite file on your machine, so any MCP-capable AI assistant — Claude Desktop, Claude Code, Cursor, GitHub Copilot, Cline, OpenCode, Aider, a custom agent — can read and write durable, structured memory about you, your work, and your decisions.

sumo-mcp-readonly

A read-only MCP server for querying Sumo Logic logs, enabling AI assistants to search and investigate application logs with opinionated tools and secure credential handling.

kagi_mcp_local

Server MCP untuk Pencarian Kagi menggunakan peramban lokal Anda.

replicant-mcp

An MCP server that enables AI assistants to build, test, and debug Android applications by interacting directly with the Android development environment. It provides tools for managing emulators, executing Gradle tasks, running ADB commands, and performing UI automation via accessibility trees.

indautomation

AI-powered industrial fault diagnosis MCP server with 8 tools for diagnosing equipment faults, searching parts, decoding VINs, and managing equipment profiles. Covers 313+ fault codes for Allen-Bradley, Siemens, ABB, Mitsubishi, and Fanuc PLCs.

Interactive Database Analyst via MCP

Enables natural-language querying of PostgreSQL databases with schema grounding and self-correcting error recovery. Provides a live audit trace and verifies results through exploratory decomposition and empty-result sanity checks.

Abgeordnetenwatch MCP

Provides live, source-linked transparency data on German MPs, including roll-call voting, side jobs, committee memberships, and election programs, via the Abgeordnetenwatch API. No API key required.

Pommel Horse Aesthetics MCP Server

Analyzes pommel horse gymnastics routines using a categorical aesthetics framework that evaluates element groups, spatial patterns, temporal qualities, and form with 85% deterministic taxonomy and 15% LLM synthesis.

ICON MCP v109 MCP Server

An MCP server that provides AI agents and LLMs with standardized tool access to the ICON MCP v109 API. It supports asynchronous operations and simplifies deployment through Docker and Docker Compose.

Twitter MCP Server

Enables Twitter automation including posting tweets, replying to tweets, and searching for tweets with structured results using browser automation through Browserbase and Stagehand.

Arduino MCP Server (Simple)

Enables AI agents to interact with Arduino boards for compiling, uploading sketches, and serial communication.

Xcode Errors MCP Server

Bridges Xcode and Cursor to provide real-time access to build errors, warnings, and debug output from Xcode's DerivedData, enabling automated error analysis and fixes directly within Cursor.

Bunny.net MCP Server

Enables interaction with Bunny.net APIs for Stream/Video, Storage, CDN Pull Zones, and DNS services. Provides 35 tools for managing video libraries, files, CDN configurations, and DNS records through Claude.

genome-mcp

Intelligent Genomic Data Server Provides high-quality gene information queries, homologous gene analysis, and evolutionary research functions via the MCP protocol.

MCP Tool Server

A production-oriented MCP server exposing tools for weather, currency conversion, text statistics, and server introspection, with auto-discovery, rate limiting, and API key auth.

mcp-databnf

MCP server for querying the Bibliothèque nationale de France catalogue. Enables searching authors and works, retrieving author details, listing editions, and finding digitised documents via SPARQL, without an API key.